Vinay Samuel

According to our database, Vinay Samuel authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

NoveltyBench: Evaluating Language Models for Humanlike Diversity.

Yiming Zhang, Harshita Diddee, Susan Holm, Hanchen Liu, Xinyue Liu, Vinay Samuel, Barry Wang, Daphne Ippolito

CoRR, April, 2025

PersonaGym: Evaluating Persona Agents and LLMs.

Vinay Samuel, Henry Peng Zou, Yue Zhou, Shreyas Chaudhari, Ashwin Kalyan, Tanmay Rajpurohit, Ameet Deshpande, Karthik R. Narasimhan, Vishvak Murahari

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

CIE: Controlling Language Model Text Generations Using Continuous Signals.

Vinay Samuel, Harshita Diddee, Yiming Zhang, Daphne Ippolito

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges.

Vinay Samuel, Yue Zhou, Henry Peng Zou

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration.

Yijia Shao, Vinay Samuel, Yucheng Jiang, John Yang, Diyi Yang

CoRR, 2024

TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis.

Spandan Das, Vinay Samuel, Shahriar Noroozizadeh

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction.

Henry Peng Zou, Vinay Samuel, Yue Zhou, Weizhi Zhang, Liancheng Fang, Zihe Song, Philip S. Yu, Cornelia Caragea

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges.

Vinay Samuel, Houda Aynaou, Arijit Ghosh Chowdhury, Karthik Venkat Ramanan, Aman Chadha

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2024

2023

Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring.

Ankitha Sudarshan, Vinay Samuel, Parth Patwa, Ibtihel Amara, Aman Chadha

CoRR, 2023